# ADWEEK (@Adweek) on x

- id: koinon:creator:x_adweek
- url: https://koinonlink.com/kol/x/Adweek
- schema_version: 1.4

## Identity
- platform: x
- handle: Adweek
- platform_url: https://twitter.com/Adweek
- country: United States
- entity_type: creator
- person_id: koinon:person:threads_adweek

## Reach
- followers: 663617
- following: 24168
- posts_total: 164783
- posts_observed: 5
- posts_per_day: 25.727
- account_age_days: 6405
- verified: false
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0
- best_post_interactions: 2
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Cannes Lions trends and coverage, Creator economy in marketing, Brandweek and industry events, Marketing leadership interviews

## Audience (inferred)
- status: present
- description: Advertising, marketing and brand professionals who follow industry news, events and trends
- roles: ads
- seniority: practitioner
- pain_points: Staying current with fast-moving industry events and conferences, Tracking creator-driven shifts in advertising strategy, Accessing timely reporting and networking from Cannes Lions and Brandweek
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: engagement_observed
- credibility_score: 84
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_adweek#bc4325e4] VOICE | "Patriotism doesn’t have to look like flags and fireworks. And the conversation around authenticity shouldn’t stop at creativity—it should permeate every part of the business that ultimately connects to how consumers experience the brand," writes @zappi_io's Nataly Kelly. (https://twitter.com/Adweek/status/2066586644338049339)
- [x_adweek#81c9cb28] What was the biggest trend at @Cannes_Lions? Creators. During a live recording of Pivot at ADWEEK House: Cannes Lions, Scott Galloway shared that the industry has changed, "but the industry hasn't yet recognized that they're no longer the protagonist." https://t.co/HPNuuQr0LW
- [x_adweek#7db9c6e0] Every the Empire State Building is ready for Brandweek. 👀 Get your passes now! https://t.co/EI8N8I8WE8 https://t.co/ISzEtFsPiv
- [x_adweek#0062f35d] Marketing Vanguard’s reporting straight from @Cannes_Lions 2026! In the first episode from this series, Jenny Rooney catches up with Dara Treseder, Chief Marketing and Commercial Off

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=111, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=111, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=122, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.5, freshness_days=111, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=122, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 111
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 14
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_adweek
- Request removal: https://koinonlink.com/claim?k=x_adweek
- Terms: https://koinonlink.com/for-ai